SHIFT-SUV-Inference-Demo: A Sample from the Luminary Cloud SHIFT-SUV Dataset for SMART Model Inference Demo

This dataset provides the run_00039 sample from Luminary Cloud's SHIFT-SUV dataset, reuploaded for convenience to allow users to directly access and use it with the SMART model inference demo Jupyter Notebook. The sample includes the car CAD geometry, surface, and volume simulation data. Additionally, it contains dataset statistics required for normalization and denormalization, which are computed using the training split of the SHIFT-SUV dataset used to train the SMART model.

The SHIFT-SUV dataset is a high-fidelity computational fluid dynamics dataset for SUV external aerodynamics. It is developed by Luminary Cloud and based on thousands of parametrically morphed variants of the AeroSUV vehicle platform, developed by FKFS (Forschungsinstitut für Kraftfahrwesen und Fahrzeugmotoren Stuttgart).

License

This dataset is distributed under the CC-BY-NC-4.0 license, which is also included in the dataset itself. By downloading the dataset you acknowledge the terms of this license.

Credits

Timo Kuthada & FKFS

The AeroSUV model was developed by FKFS and provides the basis of SHIFT-SUV. The AeroSUV itself remains for non-commerical purposes only, the SHIFT-SUV dataset does not change this restriction.

Please attribute FKFS for the original AeroSUV model, and Luminary Cloud for the SHIFT-SUV dataset.

Fong Loon Pan & Honda

Guidance on geometry variants and industry relevant parameterization of the geometry was provided by Honda Motors.